Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-04-20 0.145756 0.159420 0.174250 0.191620 0.211508 0.233688 0.260465
2025-04-27 0.127205 0.146978 0.170194 0.199833 0.237215 0.283562 0.346633
2025-05-04 0.114852 0.138050 0.166909 0.206270 0.259920 0.332673 0.442954
2025-05-11 0.105567 0.130806 0.163656 0.210919 0.279676 0.380541 0.549532
2025-05-18 0.096598 0.122490 0.157385 0.209753 0.290090 0.416051 0.646756
2025-05-25 0.087101 0.112290 0.147099 0.200991 0.287047 0.429146 0.708953
2025-06-01 0.080628 0.105568 0.140864 0.197166 0.290674 0.453350 0.798905
2025-06-08 0.075971 0.100949 0.137111 0.196496 0.299054 0.487227 0.920499
2025-06-15 0.072480 0.097678 0.134970 0.197980 0.311126 0.530396 1.080877
2025-06-22 0.067039 0.091105 0.127192 0.189224 0.303314 0.532142 1.139933
2025-06-29 0.062702 0.085909 0.121155 0.182780 0.298865 0.539963 1.219290
2025-07-06 0.059195 0.081757 0.116459 0.178169 0.297252 0.553610 1.322588
2025-07-13 0.057639 0.080582 0.116561 0.182235 0.313861 0.614031 1.614145
2025-07-20 0.056638 0.080216 0.117963 0.188853 0.337030 0.697997 2.064470
2025-07-27 0.055518 0.079571 0.118825 0.194539 0.359308 0.787826 2.645283
2025-08-03 0.054224 0.078549 0.118937 0.198757 0.379099 0.878543 3.367894
2025-08-10 0.052198 0.076192 0.116528 0.197668 0.386141 0.933643 3.989712
2025-08-17 0.049278 0.072195 0.110952 0.189594 0.374776 0.925779 4.189777
2025-08-24 0.047233 0.069577 0.107703 0.186066 0.374424 0.955784 4.740574
2025-08-31 0.045747 0.067830 0.105921 0.185449 0.381508 1.015183 5.692842
2025-09-07 0.044632 0.066659 0.105112 0.186817 0.394125 1.101143 7.209494
2025-09-14 0.042341 0.063359 0.100165 0.178737 0.379639 1.074912 7.359121
2025-09-21 0.040455 0.060696 0.096295 0.172783 0.370460 1.068732 7.803714